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Towards a semantic repository of data mining and machine learning datasets
Published on Feb 4, 20251123 Views
With the exponential growth of data in all areas of our lives, there is an increasing need of developing new approaches for effective data management. Namely, in the field of Data Mining (DM) and Know
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Presentation
Towards a semantic repository of data mining and machine learning datasets00:00
Problem definition00:20
Semantic web technologies03:06
SPARQL & Semantic Inference 03:33
Existing dataset repositories (UCI ML repository) 05:04
Existing dataset repositories (OpenML)05:37
Existing dataset repositories (Google Datasets Search)05:53
Ontologies and vocabularies for describing data and meta data06:28
Proposed solution – Architectural design I 07:41
Proposed solution – Architectural design II09:19
Proposed solution – Architectural design III09:54
Summary and further work10:10